esem.utils.ensemble_collocate¶
- esem.utils.ensemble_collocate(ensemble, observations, member_dimension='job')¶
Efficiently collocate (interpolate) many ensemble members on to a set of (un-gridded) observations
Note
This function requires both Iris and CIS to be installed
- Parameters
ensemble (
GriddedData
) – The ensemble of (model) samples to interpolate on to the observationsobservations (
UngriddedData
) – The observations on to which the observations will be sampledmember_dimension (
str
) – The name of the dimension which represents the ensemble members in ensemble
- Returns
col_ensemble (
iris.cube.Cube
) – The ensemble values interpolated on to the observation locations, with the ensemble members along the leading dimension.